A Generative Model for Deep Fake Augmentation of Phonocardiogram and Electrocardiogram Signals Using Lsgan and Cycle Gan
Swarajya Madhuri Rayavarapu,
Tammineni Shanmukha Prasanthi,
Gottapu Santosh Kumar
et al.
Abstract:In order to diagnose a range of cardiac conditions, it is important to conduct an accurate evaluation of either phonocardiogram (PCG) and electrocardiogram (ECG) data. Artificial intelligence and machine learning-based computer-assisted diagnostics are becoming increasingly commonplace in modern medicine, assisting clinicians in making life-or-death decisions. The requirement for an enormous amount of information for training to establish the framework for a deep learning-based technique is an empirical challe… Show more
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